Jake Vanderplas

entities · 4 notes linked

Related: Numpy · Scikit Learn · Data Science · Reproducibility · Open Source Software · Scientific Computing · Fast Fourier Transform · Signal Processing

Notes

• Frequentism and Bayesianism IV: How to be a Bayesian in Python — Comparing emcee, PyMC, and PyStan for Bayesian MCMC in Python
• Statistics for Hackers — Replacing classical statistics jargon with computational simulation approaches
• The Big Data Brain Drain: Why Science is in Trouble — Academia's publish-or-perish model drives data-skilled scientists to industry
• Understanding the FFT Algorithm — Cooley-Tukey FFT algorithm mechanics explained with Python implementations